1 definition found harpersville - U.S. Gazetteer (1990) : Harpersville, AL (town, FIPS 33256) Location: 33.34180 N, 86.43269 W Population (1990): 772 (317 housing units) Area: 8.6 sq km (land), 0.0 sq km (water) Zip code(s): 35078